Peiyao Xiao

According to our database1, Peiyao Xiao authored at least 16 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2025
Theoretical Study of Conflict-Avoidant Multi-Objective Reinforcement Learning.
IEEE Trans. Inf. Theory, September, 2025

Scalable Bilevel Loss Balancing for Multi-Task Learning.
CoRR, February, 2025

ReGNet: Reciprocal Space-Aware Long-Range Modeling and Multi-Property Prediction for Crystals.
CoRR, February, 2025

MGDA Converges under Generalized Smoothness, Provably.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

First-Order Federated Bilevel Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
On the Convergence of Multi-objective Optimization under Generalized Smoothness.
CoRR, 2024

Finite-Time Analysis for Conflict-Avoidant Multi-Task Reinforcement Learning.
CoRR, 2024

2023
Achieving O(ε<sup>-1.5</sup>) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation.
Proceedings of the International Conference on Machine Learning, 2023

2015
Hybrid SDN architecture to integrate with legacy control and management plane: An experiences-based study.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014
Performing software defined route-based IP spoofing filtering with SEFA.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

2013
VASE: Filtering IP spoofing traffic with agility.
Comput. Networks, 2013

2012
A Flow-Based Traceback Scheme on an AS-Level Overlay Network.
Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

2011
Source address validation solution with OpenFlow/NOX architecture.
Proceedings of the 19th annual IEEE International Conference on Network Protocols, 2011


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